Data and Feature Reduction in Fuzzy Modeling through Particle Swarm Optimization

Table 7

The optimal % of features and data for different clusters.

Data set and number of clusters	% of features	% of data
Pima with 𝐶=3	70	40
Pima with 𝐶=4	100	20
Pima with 𝐶=5	100	20
Pima with 𝐶=6	100	40
Pima with 𝐶=7	100	80
Housing with 𝐶=3	80	70
Housing with 𝐶=4	80	50
Housing with 𝐶=5	80	100
Housing with 𝐶=6	80	80
Housing with 𝐶=7	90	100
Body Fat with 𝐶=3	30	30
Body Fat with 𝐶=4	100	70
Body Fat with 𝐶=5	90	70
Body Fat with 𝐶=6	90	90
Parkinson with 𝐶=3	30	30